Turning Code, Notebooks, and Prototypes into Research-Ready Papers

This service is for researchers and engineers who already have working code, notebooks, or prototypes, but struggle to convert that work into a clear, structured academic or technical publication. Code alone rarely explains why something works — we help translate implementation into methods, experiments, and insights.

If your work lives on GitHub but not in a paper, this service fits.

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How We Help

• Understanding your existing code, pipelines, and experiments
• Extracting research logic from implementations
• Structuring methods, experiments, and results sections
• Converting notebooks and scripts into reproducible workflows
• Writing clear technical explanations aligned with academic style
• Preparing figures, tables, and experiment descriptions

We work with your existing work, not templates or canned examples.

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Typical Use Cases

• You built a strong ML system but haven’t written the paper
• Your supervisor asked you to “write this properly”
• You want to publish work already implemented
• Reviewers asked for clearer method or experiment explanation
• You have multiple notebooks but no unified research narrative

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Our Approach

• 🧠 Implementation-aware research writing
• 📊 Focus on reproducibility and clarity
• 📄 No invention of results or experiments
• 🔒 Strict confidentiality — code and research ideas remain private

We translate — we don’t fabricate.

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What You Get

• A structured, research-ready manuscript draft
• Clear explanation of methods and experiments
• Clean linkage between code and results
• Guidance on submission or further validation

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Not Sure If Your Code Is Publishable?

If you’re unsure whether your implementation can be converted into a paper, we can review it and advise.

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Lift my Paper Team